Dataset statistics
| Number of variables | 23 |
|---|---|
| Number of observations | 164231 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 28.8 MiB |
| Average record size in memory | 184.0 B |
Variable types
| Numeric | 22 |
|---|---|
| Categorical | 1 |
V2 is highly correlated with V1 and 8 other fields | High correlation |
V6 is highly correlated with V1 and 5 other fields | High correlation |
V7 is highly correlated with V1 and 11 other fields | High correlation |
V8 is highly correlated with V1 and 9 other fields | High correlation |
V1 is highly correlated with V2 and 8 other fields | High correlation |
V3 is highly correlated with V1 and 11 other fields | High correlation |
V4 is highly correlated with V1 and 9 other fields | High correlation |
V5 is highly correlated with V1 and 11 other fields | High correlation |
V9 is highly correlated with V3 and 9 other fields | High correlation |
V10 is highly correlated with V4 and 8 other fields | High correlation |
V11 is highly correlated with V9 and 5 other fields | High correlation |
V12 is highly correlated with V5 and 7 other fields | High correlation |
V14 is highly correlated with V3 and 6 other fields | High correlation |
V16 is highly correlated with V1 and 14 other fields | High correlation |
V17 is highly correlated with V3 and 9 other fields | High correlation |
V18 is highly correlated with V3 and 6 other fields | High correlation |
V20 is highly correlated with V1 and 6 other fields | High correlation |
V21 is highly correlated with V7 and 2 other fields | High correlation |
id is uniformly distributed | Uniform |
id has unique values | Unique |
Reproduction
| Analysis started | 2023-06-18 17:42:01.910896 |
|---|---|
| Analysis finished | 2023-06-18 17:44:51.062305 |
| Duration | 2 minutes and 49.15 seconds |
| Software version | pandas-profiling v3.3.0 |
| Download configuration | config.json |
| Distinct | 164231 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 82116 |
| Minimum | 1 |
|---|---|
| Maximum | 164231 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 8212.5 |
| Q1 | 41058.5 |
| median | 82116 |
| Q3 | 123173.5 |
| 95-th percentile | 156019.5 |
| Maximum | 164231 |
| Range | 164230 |
| Interquartile range (IQR) | 82115 |
Descriptive statistics
| Standard deviation | 47409.55037 |
|---|---|
| Coefficient of variation (CV) | 0.5773485115 |
| Kurtosis | -1.2 |
| Mean | 82116 |
| Median Absolute Deviation (MAD) | 41058 |
| Skewness | 0 |
| Sum | 1.34859928 × 1010 |
| Variance | 2247665466 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 109382 | 1 | < 0.1% |
| 109484 | 1 | < 0.1% |
| 109485 | 1 | < 0.1% |
| 109486 | 1 | < 0.1% |
| 109487 | 1 | < 0.1% |
| 109488 | 1 | < 0.1% |
| 109489 | 1 | < 0.1% |
| 109490 | 1 | < 0.1% |
| 109491 | 1 | < 0.1% |
| Other values (164221) | 164221 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 164231 | 1 | |
| 164230 | 1 | |
| 164229 | 1 | |
| 164228 | 1 | |
| 164227 | 1 | |
| 164226 | 1 | |
| 164225 | 1 | |
| 164224 | 1 | |
| 164223 | 1 | |
| 164222 | 1 |
| Distinct | 163102 |
|---|---|
| Distinct (%) | 99.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.02081622195 |
| Minimum | -14.90386229 |
|---|---|
| Maximum | 1.215246964 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 82758 |
| Negative (%) | 50.4% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | -14.90386229 |
|---|---|
| 5-th percentile | -1.025856159 |
| Q1 | -0.4458867603 |
| median | -0.02629018849 |
| Q3 | 0.5902845472 |
| 95-th percentile | 0.9790907132 |
| Maximum | 1.215246964 |
| Range | 16.11910925 |
| Interquartile range (IQR) | 1.036171308 |
Descriptive statistics
| Standard deviation | 0.7099955774 |
|---|---|
| Coefficient of variation (CV) | 34.10780204 |
| Kurtosis | 9.450280094 |
| Mean | 0.02081622195 |
| Median Absolute Deviation (MAD) | 0.5588003841 |
| Skewness | -1.501758004 |
| Sum | 3418.668947 |
| Variance | 0.5040937199 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.027898503 | 177 | 0.1% |
| 0.6511889825 | 126 | 0.1% |
| 0.6664246559 | 74 | < 0.1% |
| 0.6577020858 | 73 | < 0.1% |
| 0.655629243 | 64 | < 0.1% |
| 0.6675265769 | 57 | < 0.1% |
| 0.6388077545 | 42 | < 0.1% |
| 0.7910503699 | 36 | < 0.1% |
| 0.5092059099 | 32 | < 0.1% |
| 0.646526734 | 32 | < 0.1% |
| Other values (163092) | 163518 |
| Value | Count | Frequency (%) |
| -14.90386229 | 1 | |
| -11.86762236 | 1 | |
| -11.08696324 | 1 | |
| -10.43384826 | 1 | |
| -9.704956294 | 1 | |
| -9.677363287 | 1 | |
| -9.545824221 | 1 | |
| -9.463003469 | 1 | |
| -9.325929583 | 1 | |
| -9.034003295 | 1 |
| Value | Count | Frequency (%) |
| 1.215246964 | 1 | |
| 1.207411724 | 1 | |
| 1.203914127 | 1 | |
| 1.202863691 | 1 | |
| 1.200560459 | 1 | |
| 1.200525859 | 1 | |
| 1.195435496 | 1 | |
| 1.195166325 | 1 | |
| 1.193293591 | 1 | |
| 1.192964561 | 1 |
| Distinct | 163100 |
|---|---|
| Distinct (%) | 99.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.02903608189 |
| Minimum | -19.75851968 |
|---|---|
| Maximum | 8.034236258 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 79396 |
| Negative (%) | 48.3% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | -19.75851968 |
|---|---|
| 5-th percentile | -0.7845424275 |
| Q1 | -0.2968357104 |
| median | 0.02353249082 |
| Q3 | 0.422750449 |
| 95-th percentile | 0.7873708747 |
| Maximum | 8.034236258 |
| Range | 27.79275594 |
| Interquartile range (IQR) | 0.7195861595 |
Descriptive statistics
| Standard deviation | 0.5924373195 |
|---|---|
| Coefficient of variation (CV) | 20.40348701 |
| Kurtosis | 36.51121582 |
| Mean | 0.02903608189 |
| Median Absolute Deviation (MAD) | 0.363947298 |
| Skewness | -1.976329188 |
| Sum | 4768.624764 |
| Variance | 0.3509819776 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.1633338865 | 175 | 0.1% |
| -0.3032646541 | 117 | 0.1% |
| 0.03751388492 | 72 | < 0.1% |
| 0.1945991246 | 68 | < 0.1% |
| -0.01678854287 | 68 | < 0.1% |
| 0.1657320132 | 43 | < 0.1% |
| 0.004263542976 | 40 | < 0.1% |
| 0.5183315043 | 37 | < 0.1% |
| -0.5988388342 | 34 | < 0.1% |
| -0.01504872527 | 30 | < 0.1% |
| Other values (163090) | 163547 |
| Value | Count | Frequency (%) |
| -19.75851968 | 1 | |
| -16.0837885 | 1 | |
| -14.65581744 | 1 | |
| -14.39439898 | 1 | |
| -13.74148764 | 1 | |
| -12.00478029 | 1 | |
| -11.90578754 | 1 | |
| -11.69341359 | 1 | |
| -11.57121958 | 1 | |
| -11.1208835 | 1 |
| Value | Count | Frequency (%) |
| 8.034236258 | 1 | |
| 6.839433444 | 1 | |
| 5.991394862 | 1 | |
| 5.621338944 | 1 | |
| 5.483093432 | 1 | |
| 5.424201408 | 1 | |
| 5.291256248 | 1 | |
| 5.196366634 | 1 | |
| 4.949116734 | 1 | |
| 4.861836953 | 1 |
| Distinct | 163075 |
|---|---|
| Distinct (%) | 99.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2748902739 |
| Minimum | -9.861435904 |
|---|---|
| Maximum | 3.07278888 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 46672 |
| Negative (%) | 28.4% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | -9.861435904 |
|---|---|
| 5-th percentile | -0.7789439702 |
| Q1 | -0.04831103498 |
| median | 0.359776459 |
| Q3 | 0.6518127731 |
| 95-th percentile | 1.087417214 |
| Maximum | 3.07278888 |
| Range | 12.93422478 |
| Interquartile range (IQR) | 0.7001238081 |
Descriptive statistics
| Standard deviation | 0.5800468878 |
|---|---|
| Coefficient of variation (CV) | 2.11010335 |
| Kurtosis | 4.886638986 |
| Mean | 0.2748902739 |
| Median Absolute Deviation (MAD) | 0.3539258134 |
| Skewness | -1.018258676 |
| Sum | 45145.50458 |
| Variance | 0.336454392 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1.376020478 | 176 | 0.1% |
| -0.3409930965 | 124 | 0.1% |
| -0.6464162022 | 76 | < 0.1% |
| -1.082798302 | 68 | < 0.1% |
| -0.5449921529 | 65 | < 0.1% |
| -1.028881388 | 48 | < 0.1% |
| -0.5737082981 | 46 | < 0.1% |
| -0.8449068536 | 43 | < 0.1% |
| -0.6458050886 | 39 | < 0.1% |
| -0.5771529842 | 36 | < 0.1% |
| Other values (163065) | 163510 |
| Value | Count | Frequency (%) |
| -9.861435904 | 1 | |
| -9.544489845 | 1 | |
| -8.964601959 | 1 | |
| -8.836764833 | 1 | |
| -8.074969549 | 1 | |
| -7.886906563 | 1 | |
| -7.859987694 | 1 | |
| -6.589929072 | 1 | |
| -6.439840638 | 1 | |
| -5.805597019 | 1 |
| Value | Count | Frequency (%) |
| 3.07278888 | 1 | |
| 2.743929562 | 1 | |
| 2.546858182 | 1 | |
| 2.120699525 | 1 | |
| 2.049198924 | 1 | |
| 2.021940183 | 1 | |
| 1.957389458 | 1 | |
| 1.95408799 | 1 | |
| 1.92922476 | 1 | |
| 1.926581435 | 1 |
| Distinct | 163090 |
|---|---|
| Distinct (%) | 99.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.02390297998 |
| Minimum | -2.63182518 |
|---|---|
| Maximum | 6.134471136 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 80532 |
| Negative (%) | 49.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | -2.63182518 |
|---|---|
| 5-th percentile | -0.975898596 |
| Q1 | -0.3983272552 |
| median | 0.01899741806 |
| Q3 | 0.4562281077 |
| 95-th percentile | 1.061045638 |
| Maximum | 6.134471136 |
| Range | 8.766296317 |
| Interquartile range (IQR) | 0.8545553629 |
Descriptive statistics
| Standard deviation | 0.6317103534 |
|---|---|
| Coefficient of variation (CV) | 26.42810035 |
| Kurtosis | 0.6639862091 |
| Mean | 0.02390297998 |
| Median Absolute Deviation (MAD) | 0.4288354443 |
| Skewness | 0.2391859301 |
| Sum | 3925.610305 |
| Variance | 0.3990579706 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.4211580166 | 173 | 0.1% |
| -0.9523016981 | 118 | 0.1% |
| -0.2785436942 | 70 | < 0.1% |
| -0.2415771667 | 69 | < 0.1% |
| -0.1534363119 | 63 | < 0.1% |
| -0.1730876776 | 54 | < 0.1% |
| 0.1294743975 | 37 | < 0.1% |
| 0.6577379167 | 36 | < 0.1% |
| -0.156297955 | 35 | < 0.1% |
| 0.2341956882 | 34 | < 0.1% |
| Other values (163080) | 163542 |
| Value | Count | Frequency (%) |
| -2.63182518 | 1 | |
| -2.590766898 | 1 | |
| -2.562779891 | 1 | |
| -2.558283286 | 1 | |
| -2.415884068 | 1 | |
| -2.373166513 | 1 | |
| -2.369842465 | 1 | |
| -2.285466894 | 1 | |
| -2.282338294 | 1 | |
| -2.263793298 | 1 |
| Value | Count | Frequency (%) |
| 6.134471136 | 1 | |
| 5.078488667 | 1 | |
| 4.539477671 | 1 | |
| 4.482839784 | 1 | |
| 4.459488295 | 1 | |
| 4.41322897 | 1 | |
| 4.026918746 | 1 | |
| 3.692915143 | 1 | |
| 3.523400083 | 1 | |
| 3.453573515 | 1 |
| Distinct | 163042 |
|---|---|
| Distinct (%) | 99.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.06315800996 |
| Minimum | -18.79562944 |
|---|---|
| Maximum | 11.41214821 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 95601 |
| Negative (%) | 58.2% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | -18.79562944 |
|---|---|
| 5-th percentile | -0.8313267795 |
| Q1 | -0.4221327341 |
| median | -0.08787462753 |
| Q3 | 0.2093979295 |
| 95-th percentile | 0.9873543633 |
| Maximum | 11.41214821 |
| Range | 30.20777765 |
| Interquartile range (IQR) | 0.6315306636 |
Descriptive statistics
| Standard deviation | 0.5473135505 |
|---|---|
| Coefficient of variation (CV) | -8.665782074 |
| Kurtosis | 17.28704388 |
| Mean | -0.06315800996 |
| Median Absolute Deviation (MAD) | 0.3196488537 |
| Skewness | 0.3407931987 |
| Sum | -10372.50313 |
| Variance | 0.2995521226 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.23153613 | 170 | 0.1% |
| 0.6633115534 | 123 | 0.1% |
| 1.0149656 | 71 | < 0.1% |
| 1.069628456 | 70 | < 0.1% |
| 1.320675626 | 62 | < 0.1% |
| 1.291616911 | 53 | < 0.1% |
| 0.492385909 | 38 | < 0.1% |
| 1.015453792 | 35 | < 0.1% |
| 1.096876381 | 35 | < 0.1% |
| 0.8492180278 | 31 | < 0.1% |
| Other values (163032) | 163543 |
| Value | Count | Frequency (%) |
| -18.79562944 | 1 | |
| -10.54536758 | 1 | |
| -10.12829014 | 1 | |
| -8.071916683 | 1 | |
| -7.85963895 | 1 | |
| -5.949225907 | 1 | |
| -5.90657294 | 1 | |
| -5.888270496 | 1 | |
| -5.479135464 | 1 | |
| -5.317001169 | 1 |
| Value | Count | Frequency (%) |
| 11.41214821 | 1 | |
| 10.48832148 | 1 | |
| 8.9172048 | 1 | |
| 8.390938584 | 1 | |
| 8.245887671 | 1 | |
| 8.195367501 | 1 | |
| 6.744812889 | 1 | |
| 6.46222843 | 1 | |
| 5.544284149 | 1 | |
| 5.468091339 | 1 |
| Distinct | 162990 |
|---|---|
| Distinct (%) | 99.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.08725482959 |
| Minimum | -8.178916572 |
|---|---|
| Maximum | 8.116983653 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 85662 |
| Negative (%) | 52.2% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | -8.178916572 |
|---|---|
| 5-th percentile | -0.592847787 |
| Q1 | -0.3112517731 |
| median | -0.02785713592 |
| Q3 | 0.2696176498 |
| 95-th percentile | 1.646668957 |
| Maximum | 8.116983653 |
| Range | 16.29590023 |
| Interquartile range (IQR) | 0.5808694228 |
Descriptive statistics
| Standard deviation | 0.6158598894 |
|---|---|
| Coefficient of variation (CV) | 7.058175374 |
| Kurtosis | 3.489041769 |
| Mean | 0.08725482959 |
| Median Absolute Deviation (MAD) | 0.2892207773 |
| Skewness | 1.412295639 |
| Sum | 14329.94792 |
| Variance | 0.3792834034 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.586928212 | 175 | 0.1% |
| 1.718156224 | 123 | 0.1% |
| 1.634064813 | 75 | < 0.1% |
| 1.590781962 | 74 | < 0.1% |
| 1.404041882 | 64 | < 0.1% |
| 1.427050999 | 51 | < 0.1% |
| 1.802092997 | 46 | < 0.1% |
| 0.2644032745 | 37 | < 0.1% |
| 1.61701728 | 36 | < 0.1% |
| 1.633868686 | 29 | < 0.1% |
| Other values (162980) | 163521 |
| Value | Count | Frequency (%) |
| -8.178916572 | 1 | |
| -6.440729876 | 1 | |
| -6.276469189 | 1 | |
| -5.961986268 | 1 | |
| -5.786769387 | 1 | |
| -5.394303413 | 1 | |
| -5.240672698 | 1 | |
| -4.869670789 | 1 | |
| -4.208233141 | 1 | |
| -4.186142699 | 1 |
| Value | Count | Frequency (%) |
| 8.116983653 | 1 | |
| 7.541257778 | 1 | |
| 6.983985765 | 1 | |
| 4.858328414 | 1 | |
| 4.195291358 | 1 | |
| 4.168334327 | 1 | |
| 3.809764008 | 1 | |
| 3.671808178 | 1 | |
| 3.645774508 | 1 | |
| 3.463144419 | 1 |
| Distinct | 163114 |
|---|---|
| Distinct (%) | 99.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.06119876862 |
| Minimum | -10.93809497 |
|---|---|
| Maximum | 19.91204929 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 91281 |
| Negative (%) | 55.6% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | -10.93809497 |
|---|---|
| 5-th percentile | -0.6434039102 |
| Q1 | -0.3265143484 |
| median | -0.04857846857 |
| Q3 | 0.2014798126 |
| 95-th percentile | 0.5195930467 |
| Maximum | 19.91204929 |
| Range | 30.85014426 |
| Interquartile range (IQR) | 0.527994161 |
Descriptive statistics
| Standard deviation | 0.4140495305 |
|---|---|
| Coefficient of variation (CV) | -6.765651332 |
| Kurtosis | 55.08504658 |
| Mean | -0.06119876862 |
| Median Absolute Deviation (MAD) | 0.2686181658 |
| Skewness | 0.3456031614 |
| Sum | -10050.73497 |
| Variance | 0.1714370137 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.216062962 | 173 | 0.1% |
| -0.5725634137 | 109 | 0.1% |
| -0.252522559 | 73 | < 0.1% |
| -0.2674969137 | 73 | < 0.1% |
| -0.08581331805 | 63 | < 0.1% |
| -0.2244630768 | 56 | < 0.1% |
| -0.09377366864 | 53 | < 0.1% |
| -0.6009596562 | 36 | < 0.1% |
| -0.7460980907 | 36 | < 0.1% |
| 0.1658572512 | 32 | < 0.1% |
| Other values (163104) | 163527 |
| Value | Count | Frequency (%) |
| -10.93809497 | 1 | |
| -8.367853537 | 1 | |
| -7.951066659 | 1 | |
| -7.668429677 | 1 | |
| -7.361640933 | 1 | |
| -7.243394182 | 1 | |
| -7.034136418 | 1 | |
| -6.482508938 | 1 | |
| -6.136813726 | 1 | |
| -5.882170917 | 1 |
| Value | Count | Frequency (%) |
| 19.91204929 | 1 | |
| 11.62803275 | 1 | |
| 7.961895487 | 1 | |
| 7.819944454 | 1 | |
| 6.062490194 | 1 | |
| 5.46333394 | 1 | |
| 5.291382886 | 1 | |
| 5.253750121 | 1 | |
| 5.049205142 | 1 | |
| 4.958568483 | 1 |
| Distinct | 163064 |
|---|---|
| Distinct (%) | 99.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.08175863965 |
| Minimum | -14.28503762 |
|---|---|
| Maximum | 9.135292884 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 57672 |
| Negative (%) | 35.1% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | -14.28503762 |
|---|---|
| 5-th percentile | -0.2213365006 |
| Q1 | -0.0467795416 |
| median | 0.06939341249 |
| Q3 | 0.2174175968 |
| 95-th percentile | 0.5087864889 |
| Maximum | 9.135292884 |
| Range | 23.4203305 |
| Interquartile range (IQR) | 0.2641971385 |
Descriptive statistics
| Standard deviation | 0.3716582691 |
|---|---|
| Coefficient of variation (CV) | 4.545798103 |
| Kurtosis | 167.188453 |
| Mean | 0.08175863965 |
| Median Absolute Deviation (MAD) | 0.1272609898 |
| Skewness | -6.984050718 |
| Sum | 13427.30315 |
| Variance | 0.138129869 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.3638531004 | 177 | 0.1% |
| 0.479573631 | 106 | 0.1% |
| 0.4024301277 | 75 | < 0.1% |
| 0.4041250492 | 71 | < 0.1% |
| 0.3416758668 | 66 | < 0.1% |
| 0.3425768852 | 58 | < 0.1% |
| 0.4255389587 | 56 | < 0.1% |
| 0.1822693808 | 41 | < 0.1% |
| 0.373846136 | 39 | < 0.1% |
| 0.4042535284 | 33 | < 0.1% |
| Other values (163054) | 163509 |
| Value | Count | Frequency (%) |
| -14.28503762 | 1 | |
| -14.03280055 | 1 | |
| -12.08130009 | 1 | |
| -11.91332144 | 1 | |
| -11.68640772 | 1 | |
| -11.55495415 | 1 | |
| -11.53413092 | 1 | |
| -11.47439541 | 1 | |
| -11.44911721 | 1 | |
| -11.40662587 | 1 |
| Value | Count | Frequency (%) |
| 9.135292884 | 1 | |
| 7.036932331 | 1 | |
| 5.288924151 | 1 | |
| 4.727950821 | 1 | |
| 4.574380347 | 1 | |
| 4.567950496 | 1 | |
| 4.543787799 | 1 | |
| 4.247969225 | 1 | |
| 4.201374144 | 1 | |
| 4.122434133 | 1 |
| Distinct | 163073 |
|---|---|
| Distinct (%) | 99.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.04829281548 |
| Minimum | -4.378475332 |
|---|---|
| Maximum | 6.711957006 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 96839 |
| Negative (%) | 59.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | -4.378475332 |
|---|---|
| 5-th percentile | -0.9034013353 |
| Q1 | -0.3696243388 |
| median | -0.08707940617 |
| Q3 | 0.2624942971 |
| 95-th percentile | 0.8734013316 |
| Maximum | 6.711957006 |
| Range | 11.09043234 |
| Interquartile range (IQR) | 0.632118636 |
Descriptive statistics
| Standard deviation | 0.5202650513 |
|---|---|
| Coefficient of variation (CV) | -10.77313563 |
| Kurtosis | 1.482092649 |
| Mean | -0.04829281548 |
| Median Absolute Deviation (MAD) | 0.3101838706 |
| Skewness | 0.476744446 |
| Sum | -7931.177379 |
| Variance | 0.2706757236 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.3043029351 | 170 | 0.1% |
| 0.8356507818 | 117 | 0.1% |
| -0.02636201915 | 71 | < 0.1% |
| -0.1489810006 | 69 | < 0.1% |
| -0.03703541638 | 64 | < 0.1% |
| 0.086664907 | 49 | < 0.1% |
| -0.1433070343 | 46 | < 0.1% |
| -0.9922437888 | 38 | < 0.1% |
| -0.02630371501 | 37 | < 0.1% |
| 0.3989801676 | 35 | < 0.1% |
| Other values (163063) | 163535 |
| Value | Count | Frequency (%) |
| -4.378475332 | 1 | |
| -2.635288684 | 1 | |
| -2.238016593 | 1 | |
| -2.205858293 | 1 | |
| -2.141764076 | 1 | |
| -2.086720105 | 1 | |
| -1.987348975 | 1 | |
| -1.98389568 | 1 | |
| -1.979561962 | 1 | |
| -1.953136399 | 1 |
| Value | Count | Frequency (%) |
| 6.711957006 | 1 | |
| 5.204012632 | 1 | |
| 4.53405425 | 1 | |
| 4.495294876 | 1 | |
| 4.422151813 | 1 | |
| 4.121157561 | 1 | |
| 4.04284649 | 1 | |
| 4.038284243 | 1 | |
| 3.968719082 | 1 | |
| 3.911445492 | 1 |
| Distinct | 163102 |
|---|---|
| Distinct (%) | 99.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.01526889587 |
| Minimum | -11.0463279 |
|---|---|
| Maximum | 7.939202453 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 96886 |
| Negative (%) | 59.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | -11.0463279 |
|---|---|
| 5-th percentile | -0.5814310251 |
| Q1 | -0.2529723544 |
| median | -0.05093708341 |
| Q3 | 0.2137944023 |
| 95-th percentile | 0.7030855218 |
| Maximum | 7.939202453 |
| Range | 18.98553035 |
| Interquartile range (IQR) | 0.4667667567 |
Descriptive statistics
| Standard deviation | 0.4158783075 |
|---|---|
| Coefficient of variation (CV) | -27.23696009 |
| Kurtosis | 19.62303061 |
| Mean | -0.01526889587 |
| Median Absolute Deviation (MAD) | 0.2230093507 |
| Skewness | 1.517008102 |
| Sum | -2507.626038 |
| Variance | 0.1729547666 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.03759308497 | 175 | 0.1% |
| -0.5114730149 | 114 | 0.1% |
| -0.1087127778 | 68 | < 0.1% |
| 0.0005743772669 | 67 | < 0.1% |
| -0.3260483002 | 66 | < 0.1% |
| -0.2679513677 | 47 | < 0.1% |
| -0.007412965982 | 44 | < 0.1% |
| -0.3103999301 | 34 | < 0.1% |
| -0.0905328355 | 33 | < 0.1% |
| -0.07065955057 | 33 | < 0.1% |
| Other values (163092) | 163550 |
| Value | Count | Frequency (%) |
| -11.0463279 | 1 | |
| -5.424539096 | 1 | |
| -5.349214183 | 1 | |
| -5.009964896 | 1 | |
| -4.526789849 | 1 | |
| -4.034324487 | 1 | |
| -3.784646839 | 1 | |
| -3.722811855 | 1 | |
| -3.467741235 | 1 | |
| -3.37232497 | 1 |
| Value | Count | Frequency (%) |
| 7.939202453 | 1 | |
| 6.963094473 | 1 | |
| 6.708030345 | 1 | |
| 6.459698785 | 1 | |
| 6.236659446 | 1 | |
| 6.132039253 | 1 | |
| 6.046644594 | 1 | |
| 5.957275644 | 1 | |
| 5.9543874 | 1 | |
| 5.861079967 | 1 |
| Distinct | 163076 |
|---|---|
| Distinct (%) | 99.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.04808107369 |
| Minimum | -1.632789067 |
|---|---|
| Maximum | 3.152288877 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 79284 |
| Negative (%) | 48.3% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | -1.632789067 |
|---|---|
| 5-th percentile | -0.7162410185 |
| Q1 | -0.3120421252 |
| median | 0.02777954274 |
| Q3 | 0.4297286636 |
| 95-th percentile | 0.7923235901 |
| Maximum | 3.152288877 |
| Range | 4.785077944 |
| Interquartile range (IQR) | 0.7417707888 |
Descriptive statistics
| Standard deviation | 0.4762972516 |
|---|---|
| Coefficient of variation (CV) | 9.906127608 |
| Kurtosis | -0.4837249371 |
| Mean | 0.04808107369 |
| Median Absolute Deviation (MAD) | 0.3733802244 |
| Skewness | 0.00732500558 |
| Sum | 7896.402814 |
| Variance | 0.2268590718 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.0317522288 | 164 | 0.1% |
| -0.09571148633 | 120 | 0.1% |
| -0.01430446498 | 73 | < 0.1% |
| 0.2090013324 | 69 | < 0.1% |
| 0.06578810643 | 65 | < 0.1% |
| 0.1664242088 | 49 | < 0.1% |
| -0.2712200414 | 44 | < 0.1% |
| 0.06578029813 | 41 | < 0.1% |
| -0.1214036651 | 38 | < 0.1% |
| -0.2526881569 | 37 | < 0.1% |
| Other values (163066) | 163531 |
| Value | Count | Frequency (%) |
| -1.632789067 | 1 | |
| -1.616499501 | 1 | |
| -1.607957245 | 1 | |
| -1.605483726 | 1 | |
| -1.565863895 | 1 | |
| -1.558412632 | 1 | |
| -1.548384327 | 1 | |
| -1.54154919 | 1 | |
| -1.539067924 | 1 | |
| -1.533002434 | 1 |
| Value | Count | Frequency (%) |
| 3.152288877 | 1 | |
| 2.929699018 | 1 | |
| 2.884693424 | 1 | |
| 2.875006796 | 1 | |
| 2.861188757 | 1 | |
| 2.83646458 | 1 | |
| 2.797049776 | 1 | |
| 2.578328202 | 1 | |
| 2.442142968 | 1 | |
| 2.426643488 | 1 |
| Distinct | 163116 |
|---|---|
| Distinct (%) | 99.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.009092365208 |
| Minimum | -6.315432747 |
|---|---|
| Maximum | 2.703307177 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 69634 |
| Negative (%) | 42.4% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | -6.315432747 |
|---|---|
| 5-th percentile | -0.9574464358 |
| Q1 | -0.1884607138 |
| median | 0.06392263947 |
| Q3 | 0.3181937594 |
| 95-th percentile | 0.6172366954 |
| Maximum | 2.703307177 |
| Range | 9.018739924 |
| Interquartile range (IQR) | 0.5066544732 |
Descriptive statistics
| Standard deviation | 0.4615872481 |
|---|---|
| Coefficient of variation (CV) | 50.76646588 |
| Kurtosis | 2.472367462 |
| Mean | 0.009092365208 |
| Median Absolute Deviation (MAD) | 0.2538439284 |
| Skewness | -1.091216832 |
| Sum | 1493.24823 |
| Variance | 0.2130627876 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1752817866 | 159 | 0.1% |
| 0.3155136707 | 117 | 0.1% |
| 0.03682825751 | 70 | < 0.1% |
| -0.01407307453 | 61 | < 0.1% |
| -0.1612184619 | 60 | < 0.1% |
| -0.1341593693 | 50 | < 0.1% |
| 0.1179119775 | 50 | < 0.1% |
| -0.5135761254 | 35 | < 0.1% |
| 0.1344157154 | 33 | < 0.1% |
| 0.03680580966 | 30 | < 0.1% |
| Other values (163106) | 163566 |
| Value | Count | Frequency (%) |
| -6.315432747 | 1 | |
| -5.525708177 | 1 | |
| -4.472442778 | 1 | |
| -4.344485968 | 1 | |
| -4.283802528 | 1 | |
| -4.257952744 | 1 | |
| -4.09328312 | 1 | |
| -4.087416617 | 1 | |
| -4.081759071 | 1 | |
| -3.979420539 | 1 |
| Value | Count | Frequency (%) |
| 2.703307177 | 1 | |
| 2.653373623 | 1 | |
| 2.467670764 | 1 | |
| 2.172269449 | 1 | |
| 2.09533518 | 1 | |
| 2.016147779 | 1 | |
| 1.919403955 | 1 | |
| 1.874888358 | 1 | |
| 1.842933372 | 1 | |
| 1.789914696 | 1 |
V13
Real number (ℝ)
| Distinct | 163129 |
|---|---|
| Distinct (%) | 99.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.01187040412 |
| Minimum | -2.186888833 |
|---|---|
| Maximum | 1.996422572 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 85708 |
| Negative (%) | 52.2% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | -2.186888833 |
|---|---|
| 5-th percentile | -0.8544691506 |
| Q1 | -0.3413582606 |
| median | -0.02151757896 |
| Q3 | 0.3188139315 |
| 95-th percentile | 0.8210532014 |
| Maximum | 1.996422572 |
| Range | 4.183311405 |
| Interquartile range (IQR) | 0.6601721921 |
Descriptive statistics
| Standard deviation | 0.5031286833 |
|---|---|
| Coefficient of variation (CV) | -42.38513517 |
| Kurtosis | 0.338328672 |
| Mean | -0.01187040412 |
| Median Absolute Deviation (MAD) | 0.3312498165 |
| Skewness | 0.05478314929 |
| Sum | -1949.48834 |
| Variance | 0.253138472 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.0706191611 | 159 | 0.1% |
| 0.01595363518 | 109 | 0.1% |
| 0.02064241479 | 72 | < 0.1% |
| -0.0717345773 | 68 | < 0.1% |
| 0.005729894753 | 67 | < 0.1% |
| -0.06380709791 | 50 | < 0.1% |
| -0.1120689539 | 38 | < 0.1% |
| 0.2491482469 | 37 | < 0.1% |
| -0.1673791996 | 34 | < 0.1% |
| -0.1890476923 | 33 | < 0.1% |
| Other values (163119) | 163564 |
| Value | Count | Frequency (%) |
| -2.186888833 | 1 | |
| -1.998366944 | 1 | |
| -1.995729322 | 1 | |
| -1.986713693 | 1 | |
| -1.979241258 | 1 | |
| -1.974191763 | 1 | |
| -1.9716272 | 1 | |
| -1.968846978 | 1 | |
| -1.968587912 | 1 | |
| -1.962921014 | 1 |
| Value | Count | Frequency (%) |
| 1.996422572 | 1 | |
| 1.949147906 | 1 | |
| 1.941907626 | 1 | |
| 1.934071484 | 1 | |
| 1.931260445 | 1 | |
| 1.917089995 | 1 | |
| 1.913543557 | 1 | |
| 1.906946189 | 1 | |
| 1.901256043 | 1 | |
| 1.869729012 | 1 |
| Distinct | 163100 |
|---|---|
| Distinct (%) | 99.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.008342195097 |
| Minimum | -6.544953972 |
|---|---|
| Maximum | 3.037429647 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 80197 |
| Negative (%) | 48.8% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | -6.544953972 |
|---|---|
| 5-th percentile | -0.5799583807 |
| Q1 | -0.1789841223 |
| median | 0.007463634033 |
| Q3 | 0.2064052189 |
| 95-th percentile | 0.6362981417 |
| Maximum | 3.037429647 |
| Range | 9.582383619 |
| Interquartile range (IQR) | 0.3853893412 |
Descriptive statistics
| Standard deviation | 0.3873921824 |
|---|---|
| Coefficient of variation (CV) | 46.43767951 |
| Kurtosis | 7.300652694 |
| Mean | 0.008342195097 |
| Median Absolute Deviation (MAD) | 0.1923963363 |
| Skewness | -0.6696963155 |
| Sum | 1370.047043 |
| Variance | 0.150072703 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.3454858092 | 171 | 0.1% |
| -0.01571269063 | 103 | 0.1% |
| -0.05646055682 | 76 | < 0.1% |
| 0.2127502427 | 71 | < 0.1% |
| -0.5772621479 | 63 | < 0.1% |
| -0.4341499804 | 55 | < 0.1% |
| 0.09490348763 | 46 | < 0.1% |
| -0.1330038541 | 39 | < 0.1% |
| -0.08832212096 | 36 | < 0.1% |
| -0.5962910034 | 35 | < 0.1% |
| Other values (163090) | 163536 |
| Value | Count | Frequency (%) |
| -6.544953972 | 1 | |
| -6.4071915 | 1 | |
| -6.034873695 | 1 | |
| -5.799210189 | 1 | |
| -5.586357635 | 1 | |
| -4.789913671 | 1 | |
| -4.749423669 | 1 | |
| -4.581957329 | 1 | |
| -4.46399239 | 1 | |
| -4.347864135 | 1 |
| Value | Count | Frequency (%) |
| 3.037429647 | 1 | |
| 3.034331328 | 1 | |
| 2.979614738 | 1 | |
| 2.919849022 | 1 | |
| 2.89788323 | 1 | |
| 2.858578233 | 1 | |
| 2.819848307 | 1 | |
| 2.746770171 | 1 | |
| 2.695366891 | 1 | |
| 2.638444505 | 1 |
V15
Real number (ℝ)
| Distinct | 163101 |
|---|---|
| Distinct (%) | 99.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.05092478525 |
| Minimum | -2.077864002 |
|---|---|
| Maximum | 2.346661736 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 69677 |
| Negative (%) | 42.4% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | -2.077864002 |
|---|---|
| 5-th percentile | -0.769693599 |
| Q1 | -0.2419697806 |
| median | 0.08541819748 |
| Q3 | 0.3982145228 |
| 95-th percentile | 0.6888568808 |
| Maximum | 2.346661736 |
| Range | 4.424525739 |
| Interquartile range (IQR) | 0.6401843034 |
Descriptive statistics
| Standard deviation | 0.4508661107 |
|---|---|
| Coefficient of variation (CV) | 8.853569209 |
| Kurtosis | 0.04345894654 |
| Mean | 0.05092478525 |
| Median Absolute Deviation (MAD) | 0.3211625957 |
| Skewness | -0.4431439641 |
| Sum | 8363.428407 |
| Variance | 0.2032802498 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.6376285195 | 168 | 0.1% |
| 0.7233134882 | 116 | 0.1% |
| 0.622638265 | 71 | < 0.1% |
| 0.5788168568 | 67 | < 0.1% |
| 0.6500035692 | 59 | < 0.1% |
| 0.5642694909 | 51 | < 0.1% |
| -0.07604484379 | 47 | < 0.1% |
| 0.3746635759 | 36 | < 0.1% |
| 0.7344555717 | 35 | < 0.1% |
| 0.6225759943 | 27 | < 0.1% |
| Other values (163091) | 163554 |
| Value | Count | Frequency (%) |
| -2.077864002 | 1 | |
| -1.996788892 | 1 | |
| -1.987113307 | 1 | |
| -1.97983153 | 1 | |
| -1.8623333 | 1 | |
| -1.816065757 | 1 | |
| -1.805570612 | 1 | |
| -1.799920245 | 1 | |
| -1.779783093 | 1 | |
| -1.763738034 | 1 |
| Value | Count | Frequency (%) |
| 2.346661736 | 1 | |
| 2.021702939 | 1 | |
| 1.73946862 | 1 | |
| 1.726674528 | 1 | |
| 1.686661592 | 1 | |
| 1.677018291 | 1 | |
| 1.651547723 | 1 | |
| 1.645282093 | 1 | |
| 1.63505899 | 1 | |
| 1.597394876 | 1 |
| Distinct | 163125 |
|---|---|
| Distinct (%) | 99.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.005003358367 |
| Minimum | -5.869785099 |
|---|---|
| Maximum | 2.917495855 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 79779 |
| Negative (%) | 48.6% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | -5.869785099 |
|---|---|
| 5-th percentile | -0.6750166421 |
| Q1 | -0.2429706044 |
| median | 0.01586306046 |
| Q3 | 0.2571374312 |
| 95-th percentile | 0.6047776976 |
| Maximum | 2.917495855 |
| Range | 8.787280954 |
| Interquartile range (IQR) | 0.5001080356 |
Descriptive statistics
| Standard deviation | 0.395179988 |
|---|---|
| Coefficient of variation (CV) | -78.98294686 |
| Kurtosis | 1.395151894 |
| Mean | -0.005003358367 |
| Median Absolute Deviation (MAD) | 0.2513025989 |
| Skewness | -0.3988819614 |
| Sum | -821.7065479 |
| Variance | 0.1561672229 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.1859810625 | 167 | 0.1% |
| -0.06091018929 | 112 | 0.1% |
| 0.4390874589 | 80 | < 0.1% |
| 0.3201837563 | 71 | < 0.1% |
| 0.4064037074 | 68 | < 0.1% |
| 0.3932530268 | 43 | < 0.1% |
| -0.05113749384 | 39 | < 0.1% |
| -0.03886444148 | 38 | < 0.1% |
| 0.2446942486 | 35 | < 0.1% |
| 0.2024405562 | 31 | < 0.1% |
| Other values (163115) | 163547 |
| Value | Count | Frequency (%) |
| -5.869785099 | 1 | |
| -5.390706847 | 1 | |
| -4.284585825 | 1 | |
| -3.795069286 | 1 | |
| -3.463991429 | 1 | |
| -3.271151014 | 1 | |
| -3.181784128 | 1 | |
| -2.953585832 | 1 | |
| -2.783644933 | 1 | |
| -2.678261848 | 1 |
| Value | Count | Frequency (%) |
| 2.917495855 | 1 | |
| 2.572299645 | 1 | |
| 2.102232141 | 1 | |
| 2.090462566 | 1 | |
| 1.959616167 | 1 | |
| 1.924168974 | 1 | |
| 1.831477618 | 1 | |
| 1.763615659 | 1 | |
| 1.753359028 | 1 | |
| 1.591923187 | 1 |
| Distinct | 163115 |
|---|---|
| Distinct (%) | 99.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01186872903 |
| Minimum | -9.552717941 |
|---|---|
| Maximum | 3.663483349 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 85457 |
| Negative (%) | 52.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | -9.552717941 |
|---|---|
| 5-th percentile | -0.4641571688 |
| Q1 | -0.2174758696 |
| median | -0.01792964637 |
| Q3 | 0.2004531499 |
| 95-th percentile | 0.5548260923 |
| Maximum | 3.663483349 |
| Range | 13.21620129 |
| Interquartile range (IQR) | 0.4179290195 |
Descriptive statistics
| Standard deviation | 0.3407512548 |
|---|---|
| Coefficient of variation (CV) | 28.71000374 |
| Kurtosis | 16.15728908 |
| Mean | 0.01186872903 |
| Median Absolute Deviation (MAD) | 0.2085144976 |
| Skewness | 0.1732286624 |
| Sum | 1949.213237 |
| Variance | 0.1161114177 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.3009784014 | 159 | 0.1% |
| -0.3257026185 | 118 | 0.1% |
| -0.2477417366 | 73 | < 0.1% |
| 0.2684587599 | 68 | < 0.1% |
| -0.4551182517 | 58 | < 0.1% |
| 0.1582176305 | 57 | < 0.1% |
| -0.2555258042 | 46 | < 0.1% |
| 1.83229424 | 33 | < 0.1% |
| -0.3371297111 | 32 | < 0.1% |
| 0.003102558649 | 31 | < 0.1% |
| Other values (163105) | 163556 |
| Value | Count | Frequency (%) |
| -9.552717941 | 1 | |
| -9.038969201 | 1 | |
| -7.823316677 | 1 | |
| -6.386434178 | 1 | |
| -5.848474063 | 1 | |
| -5.532818894 | 1 | |
| -5.42444895 | 1 | |
| -5.207969177 | 1 | |
| -5.044407633 | 1 | |
| -4.871504768 | 1 |
| Value | Count | Frequency (%) |
| 3.663483349 | 1 | |
| 3.433937045 | 1 | |
| 3.40593726 | 1 | |
| 3.319776225 | 1 | |
| 3.28483724 | 1 | |
| 3.072394573 | 1 | |
| 3.06946529 | 1 | |
| 3.068388586 | 1 | |
| 2.873301239 | 1 | |
| 2.805049192 | 1 |
| Distinct | 163105 |
|---|---|
| Distinct (%) | 99.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.002755285152 |
| Minimum | -2.992794846 |
|---|---|
| Maximum | 1.941749179 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 83036 |
| Negative (%) | 50.6% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | -2.992794846 |
|---|---|
| 5-th percentile | -0.6617424512 |
| Q1 | -0.2376566833 |
| median | -0.004414237408 |
| Q3 | 0.2417149841 |
| 95-th percentile | 0.6411129901 |
| Maximum | 1.941749179 |
| Range | 4.934544025 |
| Interquartile range (IQR) | 0.4793716673 |
Descriptive statistics
| Standard deviation | 0.3954035498 |
|---|---|
| Coefficient of variation (CV) | -143.5073061 |
| Kurtosis | 0.7297686699 |
| Mean | -0.002755285152 |
| Median Absolute Deviation (MAD) | 0.2394850932 |
| Skewness | -0.1199650732 |
| Sum | -452.5032358 |
| Variance | 0.1563439672 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.02632007313 | 173 | 0.1% |
| 0.3089852383 | 108 | 0.1% |
| -0.0343490498 | 75 | < 0.1% |
| 0.08323655592 | 72 | < 0.1% |
| 0.3564365063 | 66 | < 0.1% |
| 0.2939281265 | 49 | < 0.1% |
| -0.03892199079 | 42 | < 0.1% |
| -0.03446071336 | 40 | < 0.1% |
| 0.1046480695 | 35 | < 0.1% |
| 0.1983285465 | 33 | < 0.1% |
| Other values (163095) | 163538 |
| Value | Count | Frequency (%) |
| -2.992794846 | 1 | |
| -2.976413403 | 1 | |
| -2.547052646 | 1 | |
| -2.442283087 | 1 | |
| -2.424003029 | 1 | |
| -2.223225432 | 1 | |
| -2.182934944 | 1 | |
| -2.147987586 | 1 | |
| -1.947635782 | 1 | |
| -1.929785963 | 1 |
| Value | Count | Frequency (%) |
| 1.941749179 | 1 | |
| 1.909695844 | 1 | |
| 1.703200853 | 1 | |
| 1.696314574 | 1 | |
| 1.696209398 | 1 | |
| 1.692279501 | 1 | |
| 1.625963182 | 1 | |
| 1.586378569 | 1 | |
| 1.585856008 | 1 | |
| 1.525668624 | 1 |
V19
Real number (ℝ)
| Distinct | 163118 |
|---|---|
| Distinct (%) | 99.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.001820025502 |
| Minimum | -2.140813997 |
|---|---|
| Maximum | 2.045486908 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 81575 |
| Negative (%) | 49.7% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | -2.140813997 |
|---|---|
| 5-th percentile | -0.6246038341 |
| Q1 | -0.2349158472 |
| median | 0.002972494758 |
| Q3 | 0.2361653352 |
| 95-th percentile | 0.5836496846 |
| Maximum | 2.045486908 |
| Range | 4.186300905 |
| Interquartile range (IQR) | 0.4710811823 |
Descriptive statistics
| Standard deviation | 0.3761642607 |
|---|---|
| Coefficient of variation (CV) | -206.6807637 |
| Kurtosis | 0.7100251748 |
| Mean | -0.001820025502 |
| Median Absolute Deviation (MAD) | 0.2349797219 |
| Skewness | -0.08859710468 |
| Sum | -298.9046082 |
| Variance | 0.141499551 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.1652952242 | 160 | 0.1% |
| 0.4638000223 | 117 | 0.1% |
| 0.0875881118 | 73 | < 0.1% |
| 0.1276338372 | 72 | < 0.1% |
| 0.003386777613 | 70 | < 0.1% |
| 0.1829670173 | 49 | < 0.1% |
| 0.02467504159 | 47 | < 0.1% |
| -0.1264619479 | 38 | < 0.1% |
| 0.1655844245 | 31 | < 0.1% |
| -0.2320072272 | 30 | < 0.1% |
| Other values (163108) | 163544 |
| Value | Count | Frequency (%) |
| -2.140813997 | 1 | |
| -2.038717347 | 1 | |
| -1.927168343 | 1 | |
| -1.912176159 | 1 | |
| -1.858245396 | 1 | |
| -1.832914277 | 1 | |
| -1.829199669 | 1 | |
| -1.819508318 | 1 | |
| -1.81884778 | 1 | |
| -1.798300636 | 1 |
| Value | Count | Frequency (%) |
| 2.045486908 | 1 | |
| 2.015714583 | 1 | |
| 1.918091209 | 1 | |
| 1.872248939 | 1 | |
| 1.869647767 | 1 | |
| 1.860084136 | 1 | |
| 1.783060412 | 1 | |
| 1.783008428 | 1 | |
| 1.755412279 | 1 | |
| 1.754044278 | 1 |
| Distinct | 163120 |
|---|---|
| Distinct (%) | 99.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.005289986735 |
| Minimum | -9.339532822 |
|---|---|
| Maximum | 6.792874681 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 90634 |
| Negative (%) | 55.2% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | -9.339532822 |
|---|---|
| 5-th percentile | -0.2126128592 |
| Q1 | -0.08726290886 |
| median | -0.01797726954 |
| Q3 | 0.06787036185 |
| 95-th percentile | 0.2769623304 |
| Maximum | 6.792874681 |
| Range | 16.1324075 |
| Interquartile range (IQR) | 0.1551332707 |
Descriptive statistics
| Standard deviation | 0.2268551221 |
|---|---|
| Coefficient of variation (CV) | 42.88387352 |
| Kurtosis | 119.0215215 |
| Mean | 0.005289986735 |
| Median Absolute Deviation (MAD) | 0.07566918853 |
| Skewness | 1.171912073 |
| Sum | 868.7798115 |
| Variance | 0.05146324641 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.09018505928 | 161 | 0.1% |
| 0.002878327709 | 111 | 0.1% |
| 0.008476077089 | 78 | < 0.1% |
| 0.02680355965 | 64 | < 0.1% |
| 0.01636706215 | 56 | < 0.1% |
| 0.02260872059 | 45 | < 0.1% |
| -0.02692563579 | 42 | < 0.1% |
| -0.1044348757 | 38 | < 0.1% |
| 0.01441774142 | 37 | < 0.1% |
| -0.08377770815 | 33 | < 0.1% |
| Other values (163110) | 163566 |
| Value | Count | Frequency (%) |
| -9.339532822 | 1 | |
| -9.227867942 | 1 | |
| -6.919936462 | 1 | |
| -6.546366798 | 1 | |
| -6.506783138 | 1 | |
| -6.375744778 | 1 | |
| -5.636317563 | 1 | |
| -5.290417135 | 1 | |
| -4.454376212 | 1 | |
| -4.424449142 | 1 |
| Value | Count | Frequency (%) |
| 6.792874681 | 1 | |
| 6.174918854 | 1 | |
| 5.417946983 | 1 | |
| 5.414052869 | 1 | |
| 5.332132873 | 1 | |
| 5.070432676 | 1 | |
| 4.581782635 | 1 | |
| 4.573916876 | 1 | |
| 4.549223925 | 1 | |
| 4.466794969 | 1 |
| Distinct | 163154 |
|---|---|
| Distinct (%) | 99.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.01260405149 |
| Minimum | -7.344810252 |
|---|---|
| Maximum | 11.03147274 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 91614 |
| Negative (%) | 55.8% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | -7.344810252 |
|---|---|
| 5-th percentile | -0.2206421408 |
| Q1 | -0.09182981232 |
| median | -0.01841029443 |
| Q3 | 0.06038310497 |
| 95-th percentile | 0.190816494 |
| Maximum | 11.03147274 |
| Range | 18.37628299 |
| Interquartile range (IQR) | 0.1522129173 |
Descriptive statistics
| Standard deviation | 0.2190439469 |
|---|---|
| Coefficient of variation (CV) | -17.37885211 |
| Kurtosis | 272.1293126 |
| Mean | -0.01260405149 |
| Median Absolute Deviation (MAD) | 0.07579328565 |
| Skewness | 5.348200399 |
| Sum | -2069.975981 |
| Variance | 0.04798025066 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1348824757 | 173 | 0.1% |
| -0.03210414074 | 104 | 0.1% |
| -0.1566537227 | 69 | < 0.1% |
| -0.1713381223 | 68 | < 0.1% |
| -0.1037162022 | 67 | < 0.1% |
| -0.09590999141 | 46 | < 0.1% |
| -0.09395810294 | 42 | < 0.1% |
| -0.02011879638 | 35 | < 0.1% |
| -0.06056281578 | 33 | < 0.1% |
| -0.1346603825 | 29 | < 0.1% |
| Other values (163144) | 163565 |
| Value | Count | Frequency (%) |
| -7.344810252 | 1 | |
| -6.712268741 | 1 | |
| -5.973616445 | 1 | |
| -5.002434491 | 1 | |
| -4.990707136 | 1 | |
| -4.748389827 | 1 | |
| -4.628285487 | 1 | |
| -4.561832091 | 1 | |
| -4.539635854 | 1 | |
| -4.53360283 | 1 |
| Value | Count | Frequency (%) |
| 11.03147274 | 1 | |
| 11.00175828 | 1 | |
| 10.41467677 | 1 | |
| 8.226963529 | 1 | |
| 7.526775175 | 1 | |
| 7.453117362 | 1 | |
| 7.418000784 | 1 | |
| 7.283562759 | 1 | |
| 6.633538745 | 1 | |
| 5.96379138 | 1 |
Class
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 MiB |
| 0 | |
|---|---|
| 1 | 353 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 164231 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 163878 | |
| 1 | 353 | 0.2% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 163878 | |
| 1 | 353 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 163878 | |
| 1 | 353 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 164231 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 163878 | |
| 1 | 353 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 164231 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 163878 | |
| 1 | 353 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 164231 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 163878 | |
| 1 | 353 | 0.2% |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| id | V1 | V2 | V3 | V4 | V5 | V6 | V7 | V8 | V9 | V10 | V11 | V12 | V13 | V14 | V15 | V16 | V17 | V18 | V19 | V20 | V21 | Class | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | -0.299468 | 0.533339 | 0.592928 | 0.094916 | 0.015414 | 0.019142 | 0.045814 | 0.177430 | -0.040845 | -0.201868 | -0.508314 | -0.165179 | -0.006907 | 0.082039 | 0.783691 | 0.046401 | -0.181900 | 0.201659 | 0.186339 | 0.052175 | 0.081669 | 0 |
| 1 | 2 | 0.529493 | -0.094837 | 0.341711 | 0.568313 | -0.318345 | 0.201856 | -0.302414 | 0.208240 | 0.290601 | -0.005605 | 0.725765 | 0.176963 | -0.934574 | 0.248362 | 0.231307 | -0.121390 | 0.045858 | -0.088862 | -0.320489 | -0.132945 | 0.051778 | 0 |
| 2 | 3 | 0.605630 | -0.024632 | -0.042535 | -0.023267 | -0.135464 | -0.141456 | 0.093773 | -0.093751 | -0.586908 | 0.282549 | -0.295469 | 0.354953 | 0.681119 | -0.082467 | -0.037362 | -0.923501 | 0.024895 | 0.135814 | -0.367899 | -0.084424 | -0.273891 | 0 |
| 3 | 4 | -0.346173 | 0.647783 | 0.473604 | -0.165712 | 0.127780 | -0.221239 | 0.295904 | 0.076857 | -0.220782 | -0.110628 | -0.522236 | 0.101733 | 0.560604 | 0.001884 | 0.409169 | 0.236170 | -0.362497 | -0.085438 | 0.210089 | 0.112295 | -0.136954 | 0 |
| 4 | 5 | 0.240050 | -0.688908 | 0.525568 | 0.434648 | -0.371745 | 0.799044 | -0.332958 | 0.227423 | 0.783561 | -0.423634 | -0.146817 | 0.816570 | 0.561863 | -0.483898 | 0.041915 | -0.616440 | 0.548586 | -0.956886 | -0.379454 | 0.235959 | 0.035924 | 0 |
| 5 | 6 | 0.522962 | -0.068775 | 0.169493 | 0.520835 | -0.038385 | 0.115223 | 0.024289 | 0.029732 | -0.041955 | -0.023765 | 0.529337 | 0.775195 | 0.413996 | 0.029435 | -0.243259 | -0.008389 | -0.245432 | -0.071299 | 0.084469 | 0.061213 | -0.053454 | 0 |
| 6 | 7 | 0.493538 | -0.194923 | 0.676848 | 0.543412 | -0.527934 | 0.263542 | -0.508051 | 0.182408 | 0.319352 | -0.026750 | 0.727905 | 0.786189 | 0.611418 | -0.202906 | 0.527264 | 0.406691 | -0.437401 | 0.404636 | -0.330723 | -0.001238 | 0.202200 | 0 |
| 7 | 8 | 0.595575 | 0.343461 | -0.288842 | 0.561138 | 0.277458 | -0.295444 | 0.125678 | -0.042964 | -0.177258 | -0.285572 | 0.818550 | 0.202419 | -0.185772 | -0.524237 | 0.253290 | 0.345662 | 0.409619 | 0.513948 | -0.208742 | -0.070294 | 0.004581 | 0 |
| 8 | 9 | 0.667274 | -0.767776 | -0.118783 | -0.784741 | -0.588784 | 0.019499 | -0.444111 | 0.003212 | -0.883273 | 0.767492 | -0.037233 | -0.519060 | -0.273224 | -0.002453 | -0.199964 | -0.036840 | 0.064475 | 0.338958 | 0.251967 | -0.057029 | -0.156408 | 0 |
| 9 | 10 | 0.505464 | -0.122653 | 0.684923 | 0.670651 | -0.403222 | 0.472497 | -0.437527 | 0.265060 | 0.447968 | -0.023877 | 0.587208 | 0.481212 | -0.617290 | -0.016735 | -0.266408 | -0.240432 | 0.155044 | -0.321318 | -0.145922 | -0.124018 | -0.080909 | 0 |
Last rows
| id | V1 | V2 | V3 | V4 | V5 | V6 | V7 | V8 | V9 | V10 | V11 | V12 | V13 | V14 | V15 | V16 | V17 | V18 | V19 | V20 | V21 | Class | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164221 | 164222 | 1.089984 | -0.035635 | -1.250939 | -0.054365 | 0.293795 | -0.848390 | 0.388308 | -0.265424 | 0.348949 | -0.038784 | -0.689939 | -0.348218 | -0.953507 | 0.622028 | 0.083949 | -0.519346 | 0.032270 | -0.128409 | 0.318345 | -0.172926 | 0.116358 | 0 |
| 164222 | 164223 | -0.226473 | 0.589764 | 0.385950 | 0.409092 | 0.692789 | -0.429879 | 0.968387 | -0.267409 | -0.591173 | -0.189934 | -0.318174 | -0.006115 | 0.039871 | 0.241688 | -0.132250 | -0.622049 | 0.032171 | -0.244044 | 0.232806 | 0.077467 | 0.035649 | 0 |
| 164223 | 164224 | -0.343400 | 0.439392 | 0.021358 | -0.347029 | 0.440015 | -0.365849 | 0.387540 | 0.123249 | -0.408324 | -0.302367 | 0.104468 | 0.003017 | -0.643857 | 0.489902 | -0.678449 | -0.096219 | -0.237434 | 0.135084 | 0.161259 | -0.115900 | 0.151859 | 0 |
| 164224 | 164225 | -0.518646 | 0.195609 | -0.061474 | -0.295672 | 0.236274 | -0.638974 | 0.131967 | 0.203695 | 0.214251 | -0.973878 | -0.557262 | 0.138790 | -0.283678 | -0.674455 | -0.674455 | 0.120438 | 0.535922 | 0.004994 | -0.246224 | 0.038181 | -0.093454 | 0 |
| 164225 | 164226 | -0.326462 | -0.039291 | 0.845348 | 0.554146 | -0.201500 | 0.122859 | 0.125929 | 0.097665 | 0.166920 | -0.180695 | -0.670715 | -0.414643 | -0.451626 | -0.051500 | 0.406581 | 0.042408 | -0.196958 | 0.223956 | 0.296938 | 0.061418 | 0.121972 | 0 |
| 164226 | 164227 | 0.945540 | -0.636454 | -1.891954 | -0.694469 | 1.006394 | 1.333040 | 0.075870 | 0.200967 | -0.551412 | 0.429079 | -0.140319 | 0.003988 | -0.062475 | 0.457187 | -0.036584 | -1.154964 | -0.020712 | 0.595263 | -0.140924 | -0.097852 | -0.090685 | 0 |
| 164227 | 164228 | 0.069862 | 0.474324 | -1.456827 | -1.092415 | 0.941858 | -0.528412 | 0.862812 | 0.009045 | -0.411747 | -0.128967 | -0.228767 | 0.258073 | -0.035620 | 0.655400 | -0.946454 | -0.159390 | -0.458698 | 0.049198 | -0.097779 | -0.058269 | 0.245734 | 0 |
| 164228 | 164229 | 1.029171 | -0.019496 | -0.964276 | 0.165058 | 0.135064 | -0.367832 | -0.086939 | 0.072412 | 0.424644 | -0.068249 | 0.089963 | -0.884821 | -1.968847 | 0.015673 | 0.014050 | 0.441783 | 0.195901 | 0.503895 | 0.151688 | -0.192415 | -0.153320 | 0 |
| 164229 | 164230 | 1.039613 | -1.081195 | -0.892917 | -1.402444 | 0.276423 | 2.019006 | -1.077950 | 0.511892 | -0.432621 | 0.768096 | -0.029440 | -0.442975 | -0.127359 | -0.212865 | 0.332778 | -0.168317 | 0.150983 | 0.195624 | 0.018885 | -0.095492 | 0.054955 | 0 |
| 164230 | 164231 | -0.215879 | 0.649585 | -0.285801 | -0.580750 | 0.570882 | -0.629435 | 0.850776 | -0.227290 | -0.278489 | -0.024727 | 0.687274 | 0.586463 | 0.361352 | 0.262834 | -0.463130 | -0.189906 | -0.320088 | -0.080870 | 0.017235 | 0.029066 | 0.112815 | 0 |